OOD Detection (iNaturalist OOD vs ImageNet-1k ID)
99.72AUROC
CSP+∆Energy
Updated 8d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2025.10 | 99.72 | 0.82 | - | |
2024.10 | 99.71 | 0.59 | - | |
2024.10 | 99.63 | 1.16 | - | |
2025.10 | 99.6 | 1.54 | - | |
2024.10 | 99.49 | 1.91 | - | |
2025.10 | 99.49 | 1.91 | - | |
2024.10 | 98.73 | 6.32 | - | |
2025.10 | 98.73 | 6.32 | - | |
2025.10 | 98.19 | 8.98 | - | |
2026.03 | 97.21 | - | 12.79 | |
2025.10 | 97.1 | 13.7 | - | |
2026.03 | 97.02 | - | 14.43 | |
2024.10 | 96.86 | 16.05 | - | |
2025.10 | 96.86 | 16.05 | - | |
2024.10 | 96.19 | 16.58 | - | |
2024.10 | 95.83 | 21.56 | - | |
2025.10 | 95.83 | 21.56 | - | |
2025.10 | 95.47 | 23.48 | - | |
2024.10 | 95.33 | 26.12 | - | |
2024.10 | 95.27 | 23.94 | - | |
2025.10 | 95.27 | 23.94 | - | |
2026.03 | 94.76 | - | 22.45 | |
2024.10 | 94.65 | 30.22 | - | |
2025.10 | 94.65 | 30.22 | - | |
2024.10 | 94.62 | 28.99 | - | |
2025.10 | 94.61 | 30.91 | - | |
2024.10 | 94.59 | 32.2 | - | |
2024.10 | 94.52 | 29.17 | - | |
2026.03 | 93.56 | - | 27.25 | |
2024.10 | 93.16 | 32.19 | - | |
2026.03 | 92.08 | - | 33.31 | |
2026.03 | 91.98 | - | 35.21 | |
2026.03 | 91.43 | - | 29.14 | |
2026.03 | 91.02 | - | 30.78 | |
2026.03 | 90.69 | - | 39.1 | |
2026.03 | 90.48 | - | 29.89 | |
2026.03 | 90.3 | - | 37 | |
2026.03 | 89.84 | - | 39.13 | |
2025.10 | 88.03 | 60.88 | - | |
2024.10 | 87.44 | 58.36 | - | |
2025.10 | 87.18 | 64.98 | - | |
2026.03 | 87.02 | - | 54.17 | |
2025.10 | 86.87 | 65.57 | - | |
2024.10 | 86.09 | 87.3 | - | |
2026.03 | 85.63 | - | 44.89 | |
2024.10 | 85.09 | 81.08 | - | |
2026.03 | 84.65 | - | 62.69 | |
2026.03 | 82.38 | - | 55.98 | |
2026.03 | 80.25 | - | 76.47 | |
2026.03 | 79.76 | - | 57.87 | |
2025.10 | 77.74 | 74.57 | - | |
2024.10 | 72.56 | 81.5 | - | |
2026.03 | 60.16 | - | 77.4 | |
2026.03 | 57.14 | - | 79.51 | |
2024.10 | 55.89 | 99.33 | - | |
2026.03 | 51.27 | - | 87.51 | |
2026.03 | 30.72 | - | 90.89 | |
2026.03 | 23.87 | - | 95.26 | |
2026.03 | 23.85 | - | 97.13 |